@InProceedings{steinhardt_et_al:LIPIcs.ITCS.2018.45, author = {Steinhardt, Jacob and Charikar, Moses and Valiant, Gregory}, title = {{Resilience: A Criterion for Learning in the Presence of Arbitrary Outliers}}, booktitle = {9th Innovations in Theoretical Computer Science Conference (ITCS 2018)}, pages = {45:1--45:21}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-060-6}, ISSN = {1868-8969}, year = {2018}, volume = {94}, editor = {Karlin, Anna R.}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ITCS.2018.45}, URN = {urn:nbn:de:0030-drops-83687}, doi = {10.4230/LIPIcs.ITCS.2018.45}, annote = {Keywords: robust learning, outliers, stochastic block models, p-norm estimation} }